My AI Toolchain in 2026
The small set of tools and habits I use to shorten the distance between thinking and shipping.
Archive
Browse the full publication timeline. Keep the structure simple and let the writing become the record.
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From Idea to Product: How I Build
A practical method for turning an idea into a product that can actually be used.
The Independent Developer in the AI Era
Smaller teams and individuals can build with far more leverage—but judgment matters more than ever.
From ChatGPT to Agents: The Next Human–AI Collaboration Model
Moving from question-answering models to agents that can plan, use tools, execute work, and verify outcomes.
Why I Started DogXAI
The motivation, principles, and next steps behind DogXAI—and a commitment to building a more open world.
How I Rebuilt a Personal Knowledge Base with Claude + Astro
Turning scattered Markdown, project notes, and research into a searchable, versioned knowledge system that can evolve over time.
Production RAG: Building an Enterprise Knowledge Q&A System
Retrieval, chunking, reranking, and evaluation—the engineering work required to move RAG from demo to production.